Man pages for inTrees
Interpret Tree Ensembles
| applyLearner | apply a simplified tree ensemble learner (STEL) to data |
| buildLearner | build a simplified tree ensemble learner (STEL) |
| computeRuleInfor | compute rule information |
| dataSimulate | Simulate data |
| dicretizeVector | discretize a variable |
| extractRules | Extract rules from a list of trees |
| formatGBM | internal |
| GBM2List | Transform gbm object to a list of trees |
| getFreqPattern | calculate frequent variable interactions |
| getRuleMetric | Assign outcomes to a conditions, and measure the rules |
| getTypeX | get type of each variable |
| lookupRule | internal |
| measureRule | internal |
| Num2Level | internal function |
| presentRules | Present a learner using column names instead of X[i,] |
| pruneRule | Prune irrevant variable-value pair from a rule condition |
| pruneSingleRule | internal |
| RF2List | Transform a random forest object to a list of trees |
| rule2Table | internal function |
| ruleList2Exec | internal |
| selectRuleRRF | select a set of relevant and non-redundant rules |
| singleRuleList2Exec | internal |
| sortRule | internal |
| treeVisit | internal function |
| voteAllRules | internal |
| XGB2List | Transform an xgboost object to a list of trees |
